foxhunt/AGENT_258_QUICK_REFERENCE.md

Agent 258: TLI Trade ML Commands - Quick Reference

Status: ✅ ALL 9 TESTS PASSING

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Test Command

cargo test -p tli --test ml_trading_commands_test

Expected Output:

running 9 tests
test test_tli_trade_ml_submit_requires_symbol ... ok
test test_tli_trade_ml_submit_requires_account ... ok
test test_tli_trade_ml_performance_with_model_filter ... ok
test test_tli_trade_ml_performance_command ... ok
test test_tli_trade_ml_predictions_command ... ok
test test_tli_trade_ml_predictions_with_filters ... ok
test test_tli_trade_ml_submit_command ... ok
test test_tli_trade_ml_submit_ensemble_mode ... ok
test test_tli_trade_ml_submit_with_model_filter ... ok

test result: ok. 9 passed; 0 failed

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Implementation Summary

Files Modified

NONE - All implementation already complete

Files Verified

1. /home/jgrusewski/Work/foxhunt/tli/src/main.rs

   • Lines 186-192: TradeCommand enum with Ml(TradeMlArgs) variant ✅
   • Lines 408-415: Command routing to execute_trade_ml_command() ✅

2. /home/jgrusewski/Work/foxhunt/tli/src/commands/mod.rs

   • Line 18: trade_ml module declared ✅
   • Lines 26-27: Public exports ✅

3. /home/jgrusewski/Work/foxhunt/tli/src/commands/trade_ml.rs

   • Lines 125-190: submit_ml_order() - Real gRPC implementation ✅
   • Lines 331-455: get_ml_predictions() - Real gRPC implementation ✅
   • Lines 467-582: get_ml_performance() - Real gRPC implementation ✅

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Commands Implemented

1. Submit ML Order

tli trade ml submit --symbol ES.FUT --account test_account
tli trade ml submit --symbol ES.FUT --account test_account --model DQN

Features:

• Ensemble voting (all 4 models) by default
• Single model selection with --model flag
• Real-time confidence scoring
• JWT authentication required

2. View ML Predictions

tli trade ml predictions --symbol ES.FUT
tli trade ml predictions --symbol ES.FUT --model MAMBA2 --limit 5

Features:

• Prediction history with outcomes
• Model filtering
• Configurable result limit (default: 10)
• Color-coded actions (BUY/SELL/HOLD)

3. View ML Performance

tli trade ml performance
tli trade ml performance --model PPO

Features:

• Accuracy, Sharpe ratio, avg return, max drawdown
• Per-model or ensemble view
• Color-coded metrics (green/yellow/red)

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Architecture

User Command
    ↓
TLI Binary (main.rs)
    ↓
Command Router (Lines 408-415)
    ↓
execute_trade_ml_command() (trade_ml.rs)
    ↓
gRPC Client Calls:
    - MlServiceClient::get_ensemble_vote()
    - TradingServiceClient::submit_order()
    - TradingServiceClient::get_ml_predictions()
    - TradingServiceClient::get_ml_performance()
    ↓
API Gateway (port 50051)
    ↓
Backend Services (Trading, ML Training)

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Test Coverage

Test	Status	Verifies
test_tli_trade_ml_submit_command	✅	Basic ML order submission
test_tli_trade_ml_predictions_command	✅	Prediction history viewing
test_tli_trade_ml_performance_command	✅	Performance metrics viewing
test_tli_trade_ml_submit_with_model_filter	✅	Single model selection
test_tli_trade_ml_predictions_with_filters	✅	Prediction filters
test_tli_trade_ml_submit_requires_symbol	✅	Required arg validation
test_tli_trade_ml_submit_requires_account	✅	Required arg validation
test_tli_trade_ml_performance_with_model_filter	✅	Performance filter
test_tli_trade_ml_submit_ensemble_mode	✅	Ensemble mode output

Total: 9/9 tests passing (100%)

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gRPC Proto Services

ML Service (ml.proto)

• GetEnsembleVote() - Get ML prediction

Trading Service (trading.proto)

• SubmitOrder() - Execute order
• GetMLPredictions() - Fetch predictions
• GetMLPerformance() - Fetch metrics

Metadata

• authorization: Bearer <jwt_token> - All calls
• account_id: <account> - Submit order only

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Anti-Workaround Compliance

✅ NO STUBS - Real gRPC implementations ✅ NO PLACEHOLDERS - Production-ready code ✅ REUSE EXISTING - Uses TradeMlArgs from mod.rs ✅ PROPER ARCHITECTURE - Pure client, API Gateway only ✅ JWT AUTH - Real token via FileTokenStorage ✅ TEST AUTHENTICITY - Real JWT generation

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Production Status

Ready: ✅ Yes Test Pass Rate: 9/9 (100%) gRPC Implementation: Complete (not mocks) Authentication: JWT via FileTokenStorage Error Handling: Graceful fallbacks Color Output: Yes (green/yellow/red)

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Wave 13.2 Progress

Agent 1 of 20: ✅ COMPLETE

Next Agents (2-20):

• Implement additional TLI commands
• Follow same TDD pattern
• Reuse trade ml command patterns

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Mission: ✅ ALL 9 TESTS PASSING Status: Production-ready Documentation: Complete